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Combine the power of Agentic AI, Generative AI, Reinforcement Learning to create powerful AI for Real-World applications

Welcome to Artificial Intelligence A-Z! Learn key AI concepts with intuition lectures to get you quickly up to speed with all things AI and practice them by building 8 different AIs: Build an AI Agent with a Foundation Model (LLM) for business assistance, all powered by the Cloud. Build an AI with a Q-Learning model and train it to optimize warehouse flows […]

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AI • Trung cấp Miễn phí
Giảng viên

Thông Nguyễn

Phụ đề tiếng Việt Đánh giá cao Bán chạy

Bạn sẽ học được gì

  • Build 7 different AIs for 7 different applications
  • Understand the theory behind Artificial Intelligence
  • Master the State of the Art AI models
  • Solve Real World Problems with AI
  • Q-Learning
  • Deep Q-Learning
  • Deep Convolutional Q-Learning
  • A3C (Asynchronous Advantage Actor-Critic)
  • PPO (Proximal Policy Optimization)
  • SAC (Soft Actor-Critic)
  • LLMs
  • Transformers
  • Low-Rank Adaptation (LoRA) and Quantization (QLoRA)
  • NLP techniques for Chatbots: Tokenization and Padding

Nội dung khóa học

1 phần • 4 bài giảng
Introduce 4 nội dung
  • 1 Bài học
  • 2 Bài học
  • 3 Bài học
  • 4 Bài học

Mô tả khóa học

Welcome to Artificial Intelligence A-Z!

Learn key AI concepts with intuition lectures to get you quickly up to speed with all things AI and practice them by building 8 different AIs:

  1. Build an AI Agent with a Foundation Model (LLM) for business assistance, all powered by the Cloud.

  2. Build an AI with a Q-Learning model and train it to optimize warehouse flows in a Process Optimization case study.

  3. Build an AI with a Deep Q-Learning model and train it to land on the moon.

  4. Build an AI with a Deep Convolutional Q-Learning model and train it to play the game of Pac-Man.

  5. Build an AI with an A3C (Asynchronous Advantage Actor-Critic) model and train it to fight Kung Fu.

  6. Build an AI with a PPO (Proximal Policy Optimization) model and train it for a Self-Driving Car.

  7. Build an AI with a SAC (Soft Actor-Critic) model and train it for a Self-Driving Car.

  8. Build an AI by fine-tuning a powerful pre-trained LLM (Llama 2 by Meta) with Hugging Face and re-train it to chat with you about medical terms. Simply put, we build here an AI Doctor Chatbot.

But that’s not all… Once you complete the course, you will get 3 extra AIs: DDPG, Full World Model, and Evolution Strategies & Genetic Algorithms. We build these AIs with ChatGPT for a Self-Driving Car and a Humanoid application. For each of these extra AIs you will get a long video lecture explaining the implementation, a mini PDF, and the Python code.

Besides, you will get a free 3-hour extra course on Generative AI and LLMs with Cloud Computing as a Prize for completing the course.